Learning hard distributions with quantum-enhanced variational autoencoders
- Anantha Rao
- Dhiraj Madan
- et al.
- 2024
- QIP 2024
Bio
Dhiraj Madan is a research scientist at IBM Research India, where he works on quantum machine learning, optimization and quantum error correction. He also worked in conversational AI team where he worked on DL algorithms for conversation modeling. Prior to joining IBM, he graduated from IITD with Bachelors and Masters in Computer Science and Engineering.
Publications
Optimized QAOA ansatz design for two-body Hamiltonian problems
- Riajit Majumdar
- Debasmita Bhoumik
- et al.
- 2024
- VLSID 2024
Learning hard distributions with quantum-enhanced variational autoencoders
- Anantha Rao
- Dhiraj Madan
- et al.
- 2023
- NeurIPS 2023
Towards quantum-enabled cell-centric therapeutics
- Saugata Basu
- Jannis Born
- et al.
- 2023
- arXiv
Unsupervised Learning of Interpretable Dialog Models
- Dhiraj Madan
- Dinesh Raghu
- et al.
- 2020
- ECAI 2020
Patents
- 01 Nov 2021
- US
- 11164574
- 01 Feb 2021
- US
- 10909327
Top collaborators
DV
Dhinakaran Vinayagamurthy
Staff Research Scientist; Quantum Innovation Center - Lead, India and Singapore
AR
Anupama Ray
Staff Research Scientist
GJ
Gavin Jones
Research Manager - Quantum Computational Science
JG
Jeannette (Jamie) Garcia
Technical Program Director, Algorithms & Partnerships, IBM Quantum